Class CfnMLTransform
The AWS::Glue::MLTransform is an AWS Glue resource type that manages machine learning transforms.
Inherited Members
Namespace: Amazon.CDK.AWS.Glue
Assembly: Amazon.CDK.Lib.dll
Syntax (csharp)
public class CfnMLTransform : CfnResource, IInspectable, ITaggable
Syntax (vb)
Public Class CfnMLTransform
Inherits CfnResource
Implements IInspectable, ITaggable
Remarks
See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-glue-mltransform.html
CloudformationResource: AWS::Glue::MLTransform
ExampleMetadata: fixture=_generated
Examples
// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
using Amazon.CDK.AWS.Glue;
var tags;
var cfnMLTransform = new CfnMLTransform(this, "MyCfnMLTransform", new CfnMLTransformProps {
InputRecordTables = new InputRecordTablesProperty {
GlueTables = new [] { new GlueTablesProperty {
DatabaseName = "databaseName",
TableName = "tableName",
// the properties below are optional
CatalogId = "catalogId",
ConnectionName = "connectionName"
} }
},
Role = "role",
TransformParameters = new TransformParametersProperty {
TransformType = "transformType",
// the properties below are optional
FindMatchesParameters = new FindMatchesParametersProperty {
PrimaryKeyColumnName = "primaryKeyColumnName",
// the properties below are optional
AccuracyCostTradeoff = 123,
EnforceProvidedLabels = false,
PrecisionRecallTradeoff = 123
}
},
// the properties below are optional
Description = "description",
GlueVersion = "glueVersion",
MaxCapacity = 123,
MaxRetries = 123,
Name = "name",
NumberOfWorkers = 123,
Tags = tags,
Timeout = 123,
TransformEncryption = new TransformEncryptionProperty {
MlUserDataEncryption = new MLUserDataEncryptionProperty {
MlUserDataEncryptionMode = "mlUserDataEncryptionMode",
// the properties below are optional
KmsKeyId = "kmsKeyId"
},
TaskRunSecurityConfigurationName = "taskRunSecurityConfigurationName"
},
WorkerType = "workerType"
});
Synopsis
Constructors
CfnMLTransform(ByRefValue) | Used by jsii to construct an instance of this class from a Javascript-owned object reference |
CfnMLTransform(DeputyBase.DeputyProps) | Used by jsii to construct an instance of this class from DeputyProps |
CfnMLTransform(Construct, String, ICfnMLTransformProps) |
Properties
AttrId | |
CFN_RESOURCE_TYPE_NAME | The CloudFormation resource type name for this resource class. |
CfnProperties | |
Description | A user-defined, long-form description text for the machine learning transform. |
GlueVersion | This value determines which version of AWS Glue this machine learning transform is compatible with. |
InputRecordTables | A list of AWS Glue table definitions used by the transform. |
MaxCapacity | The number of AWS Glue data processing units (DPUs) that are allocated to task runs for this transform. |
MaxRetries | The maximum number of times to retry after an |
Name | A user-defined name for the machine learning transform. |
NumberOfWorkers | The number of workers of a defined |
Role | The name or Amazon Resource Name (ARN) of the IAM role with the required permissions. |
Tags | Tag Manager which manages the tags for this resource. |
TagsRaw | The tags to use with this machine learning transform. |
Timeout | The timeout in minutes of the machine learning transform. |
TransformEncryption | The encryption-at-rest settings of the transform that apply to accessing user data. |
TransformParameters | The algorithm-specific parameters that are associated with the machine learning transform. |
WorkerType | The type of predefined worker that is allocated when a task of this transform runs. |
Methods
Inspect(TreeInspector) | Examines the CloudFormation resource and discloses attributes. |
RenderProperties(IDictionary<String, Object>) |
Constructors
CfnMLTransform(ByRefValue)
Used by jsii to construct an instance of this class from a Javascript-owned object reference
protected CfnMLTransform(ByRefValue reference)
Parameters
- reference Amazon.JSII.Runtime.Deputy.ByRefValue
The Javascript-owned object reference
CfnMLTransform(DeputyBase.DeputyProps)
Used by jsii to construct an instance of this class from DeputyProps
protected CfnMLTransform(DeputyBase.DeputyProps props)
Parameters
- props Amazon.JSII.Runtime.Deputy.DeputyBase.DeputyProps
The deputy props
CfnMLTransform(Construct, String, ICfnMLTransformProps)
public CfnMLTransform(Construct scope, string id, ICfnMLTransformProps props)
Parameters
- scope Constructs.Construct
Scope in which this resource is defined.
- id System.String
Construct identifier for this resource (unique in its scope).
- props ICfnMLTransformProps
Resource properties.
Properties
AttrId
public virtual string AttrId { get; }
Property Value
System.String
Remarks
CloudformationAttribute: Id
CFN_RESOURCE_TYPE_NAME
The CloudFormation resource type name for this resource class.
public static string CFN_RESOURCE_TYPE_NAME { get; }
Property Value
System.String
CfnProperties
protected override IDictionary<string, object> CfnProperties { get; }
Property Value
System.Collections.Generic.IDictionary<System.String, System.Object>
Overrides
Description
A user-defined, long-form description text for the machine learning transform.
public virtual string Description { get; set; }
Property Value
System.String
GlueVersion
This value determines which version of AWS Glue this machine learning transform is compatible with.
public virtual string GlueVersion { get; set; }
Property Value
System.String
InputRecordTables
A list of AWS Glue table definitions used by the transform.
public virtual object InputRecordTables { get; set; }
Property Value
System.Object
MaxCapacity
The number of AWS Glue data processing units (DPUs) that are allocated to task runs for this transform.
public virtual Nullable<double> MaxCapacity { get; set; }
Property Value
System.Nullable<System.Double>
MaxRetries
The maximum number of times to retry after an MLTaskRun
of the machine learning transform fails.
public virtual Nullable<double> MaxRetries { get; set; }
Property Value
System.Nullable<System.Double>
Name
A user-defined name for the machine learning transform.
public virtual string Name { get; set; }
Property Value
System.String
Remarks
Names are required to be unique. Name
is optional:.
NumberOfWorkers
The number of workers of a defined workerType
that are allocated when a task of the transform runs.
public virtual Nullable<double> NumberOfWorkers { get; set; }
Property Value
System.Nullable<System.Double>
Role
The name or Amazon Resource Name (ARN) of the IAM role with the required permissions.
public virtual string Role { get; set; }
Property Value
System.String
Tags
Tag Manager which manages the tags for this resource.
public virtual TagManager Tags { get; }
Property Value
TagsRaw
The tags to use with this machine learning transform.
public virtual object TagsRaw { get; set; }
Property Value
System.Object
Timeout
The timeout in minutes of the machine learning transform.
public virtual Nullable<double> Timeout { get; set; }
Property Value
System.Nullable<System.Double>
TransformEncryption
The encryption-at-rest settings of the transform that apply to accessing user data.
public virtual object TransformEncryption { get; set; }
Property Value
System.Object
TransformParameters
The algorithm-specific parameters that are associated with the machine learning transform.
public virtual object TransformParameters { get; set; }
Property Value
System.Object
WorkerType
The type of predefined worker that is allocated when a task of this transform runs.
public virtual string WorkerType { get; set; }
Property Value
System.String
Methods
Inspect(TreeInspector)
Examines the CloudFormation resource and discloses attributes.
public virtual void Inspect(TreeInspector inspector)
Parameters
- inspector TreeInspector
tree inspector to collect and process attributes.
RenderProperties(IDictionary<String, Object>)
protected override IDictionary<string, object> RenderProperties(IDictionary<string, object> props)
Parameters
- props System.Collections.Generic.IDictionary<System.String, System.Object>
Returns
System.Collections.Generic.IDictionary<System.String, System.Object>